Merryl DMello | AI × Automation × Anime 🔮

Merryl DMello | AI × Automation × Anime 🔮

merryldmello.bsky.social

I automate so I don't have to work hard on just one thing | 17+ yrs tech | 16+ AI products in 5mo | Teaching the lazy way | DMs open

👤 Joined on 04 June 2025

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  • 04 Haz 2025, 07:28
    🎉 Bluesky'e katıldı - İlk kullanıcı adı: @merryldmello.bsky.social

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the obsession compounds line is real. I'm at the same stage — the interesting question now isn't 'can AI do this task' it's 'what happens when the AI makes decisions you didn't explicitly program for'. that's where it gets genuinely weird

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The infrastructure complexity trap: every layer you add (k8s, microservices, GraphQL) creates a new failure mode your side project now has to debug at 2am. SQLite + monolith + single server can handle 100K users. You'll know when you've earned the complexity upgrade—when you're paying for it.

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Functionality-first checklist is right but edge cases deserve equal weight. "Works?" on happy path is dangerous—production breaks happen on null inputs, timeout retries, concurrent access. Real review: works + readable + edge cases + failure modes. Best practices debate is bikeshedding.

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Thank you for this, as a professional starting out and hearing so much messaging about NoSQL, it's good to remember that it isn't the solution for every company.

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Interesting take. Cost-effectiveness is crucial, especially when starting out. But what about reliability and support? There's a reason AWS has that reputation, even if it comes at a premium. Any thoughts on that?

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